Petroleum Engineering with AI Applications Specialization
Start a career in Oil & Gas, Petroleum Industry. Mastering upstream and midstream oil and gas operations with AI&ML applications.
Instructor: Subject Matter Expert
What you'll learn
Skills you'll gain
Specialization - 5 course series
Project statements are framed in such a way that application of knowledge and skills learned from the entire modules of this course are require to complete the task.Students should complete a comprehensive project report covering the topics, Exploration, Drilling, Transportation and storage, Natural gas production and Processing, AI&ML applications, Utility Safety and Environment along with numerical problem solving based on industrial problems such as compression system, heat transfer requirement and pressure loss calculation in drilling operations. Successful completion of the project work will provide a mastery over upstream and midstream oil and gas operations.
Exploration Methods delve into the various techniques and strategies employed to identify potential hydrocarbon reserves focusing on geological and geophysical surveys, seismic data interpretation and remote sensing technologies used to map subsurface structures to enable learners to make informed decisions regarding the economic viability of exploration projects. Drilling Methods and Systems gives a comprehensive understanding of the equipment and technologies utilized in upstream operations, including drilling rigs, wellheads and production platforms. It explores different drilling techniques such as rotary drilling, directional drilling and offshore drilling, along with the associated systems for well control and safety. Additional topics, such as well completion, casing and cementing procedures ensure a solid foundation in the practical aspects of drilling operations. Methods of Oil Recovery, emphasizes the techniques employed to maximize hydrocarbon extraction from reservoirs such as primary, secondary and tertiary recovery methods, including water flooding, gas injection and enhanced oil recovery (EOR) techniques. It explores the principles of reservoir engineering, reservoir characterization and well stimulation that are required to optimize oil recovery and production rates. Environmental considerations and sustainability practices in oil recovery will also be highlighted. By the end of the course, the learners will be well-prepared to contribute effectively to the hydrocarbon industry, equipped with the knowledge and technical expertise necessary for successful exploration and production operations. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners. Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering
This course starts with exploring the fundamentals of transportation and gathering stations, including pipeline specifications, flow dynamics, measurement techniques and challenges associated with heavy oil transportation. It explores separation systems starting from the principles and equipment used in separating oil and gas in production facilities. This includes surface production/separation facilities, equilibrium relations, test separators, group separators and the design theories of two-phase and three-phase separation systems. It covers stage separation, highlighting its applicability and advantages in optimizing production. Additionally, 3-phase separation systems are discussed, including types of equipment, selection considerations, operating problems and sizing of separators. Furthermore, it gives insights into the treatment of recovered oil, focusing on crude oil treating systems, heat transfer equipment, electrostatic heater treaters, oil dehydrators, emulsion treating, demulsification, oil desalting, crude stabilization and produced water treatment methods. The module concludes by addressing the storage and vapor recovery of hydrocarbons, including onshore and offshore storage facilities, principles of vapor recovery and considerations for safe storage practices. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering
In the "Natural Gas Production" module, the fundamentals of gas recovery and the intricacies of production and separation facilities are explored. Piping guidelines and safety are extensively discussed to ensure learners understand the best practices for designing, installing and maintaining gas pipelines. It also covers pipeline transportation of natural gas and gas flow systems, enabling learners to comprehend the principles and techniques involved. Pressure vessels and accessories are vital part of natural gas production and their design, operation and safety considerations are extensively covered. It also covers gas hydrates and the use of methanol injection for temperature control and prevention of hydrate formation besides condensate stabilization systems and the importance of gas gathering and compression in efficient gas production operations. The "Natural Gas Processing" module dives into the treatment and purification of natural gas. The module begins with an introduction to natural gas processing, covering the importance of removing impurities and liquids from raw natural gas to meet quality specifications. It explores gas dehydration methods, including adsorption and absorption techniques, as well as the widely used glycol dehydration process. It gives insights into the maintenance, regeneration, care and troubleshooting of glycol dehydration systems. Various gas sweetening processes such as the iron sponge process, Sulfa-Treat, molecular sieve, zinc oxide, solvent, membrane and distillation processes which remove contaminants such as hydrogen sulfide and carbon dioxide to make the gas marketable are extensively covered. Furthermore, it delves into liquid recovery processes and fractionation to understand how valuable liquid hydrocarbons are recovered from the natural gas stream through unit operations. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners. Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering
This course begins with an in-depth exploration of the origin and formation of crude oil, types of reservoirs and the entire life cycle of oil and gas fields. It reveals the intricacies of oil and gas exploration methods, drilling processes, gathering stations and surface production/separation facilities. It covers the essentials of crude oil treating systems, natural gas processing and onshore/offshore hydrocarbon storage facilities. This course delves into the forefront of AI&ML applications within the oil and gas industry. It explains how ML techniques enhance seismic data processing, geomodelling and reservoir engineering, enabling accurate reservoir characterization and optimal production engineering. It also explores the vast potential of AI in the upstream sector, revolutionizing exploration, drilling and production optimization. It keeps the learners updated on the latest advances in AI technology and big data handling, empowering them to drive innovation and efficiency in the industry. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners. Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering with Basic Python knowledge.
It delves into the world of utilities, beginning with an introduction to their significance in upstream oil and gas processing. It explores auxiliary equipment, power generation and distribution systems, steam generation, thermal utilities and the transformative processes of gas-to-liquid and gas-to-wire, maximizing resource utilization with energy efficiency and sustainability practices. It also dives into instrument air and process air systems, nitrogen and inert gas systems, waste management, water management, and flare and vent systems. This course. develops a deep understanding of safety and environmental concerns within the oil and gas industry. It covers basic safety concepts, failure mode effect analysis (FMEA) and safety and hazard analysis (HAZOP, HAZID, SIMOP). It also provides expertise in relief valves and systems, ensuring the protection of personnel and equipment. It explores flare and vent disposal systems, mitigating risks and designing for safety and environmental considerations. It relates the impact of oil and gas operations on the environment and supports to develop environmental management plans and conduct environmental impact assessments. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners. Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering
From Wellhead to Refinery: Midstream Oil and Gas Processing
Natural Gas Production and Processing
AI & ML Applications in Oil and Gas Industry
Utilities, Safety & Environmental Care in Oil & Gas Industry
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